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Fangyu Li

3 accepted papers

2026

LMGL-WD: LLM-Guided Multi-Task Graph Learning for Category-Level Warehouse Demand Prediction in E-Commerce

AAAI 2026technical

In warehouse-based e-commerce, accurate category-level warehouse demand prediction is essential to ensure effective inventory management. Existing works mainly explore advanced time series models to capture the temporal dynamics, failing to mine cross-category and cross-warehouse correlations effect

Cited by 0SourcePDFScholar
2020

Learning from Unlabelled Videos Using Contrastive Predictive Neural 3D Mapping

ICLR 2020poster

Predictive coding theories suggest that the brain learns by predicting observations at various levels of abstraction. One of the most basic prediction tasks is view prediction: how would a given scene look from an alternative viewpoint? Humans excel at this task. Our ability to imagine and fill in m…

Cited by 30SourcecodeScholar
2019

Non-harmonic Analysis Based Instantaneous Heart Rate Estimation from Photoplethysmography

ICASSP 2019accepted

Instantaneous Heart Rate (IHR) detection is important but challenging. As a kind of biomedical signal, photoplethysmography (PPG) is a good source to extract the intrinsic IHR information for further diagnostic interpretation. However, because of the non-stationary characteristics, the traditional I…

Cited by 0SourceScholar